GitHub - mbarsbey/intro-to-hmc: An introduction to HMC and its applications

An introduction to HMC and its applications

Sampling and regression examples by MB, Dirichlet process examples by MÜ, and NMF examples by UM.

See individual notebooks for sources.

Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
.gitignore		.gitignore
DirichletProcess.ipynb		DirichletProcess.ipynb
MixtureModelsExamples.ipynb		MixtureModelsExamples.ipynb
PMF_MovieLens-uras.ipynb		PMF_MovieLens-uras.ipynb
ProbabilisticMatrixFactorization-uras.ipynb		ProbabilisticMatrixFactorization-uras.ipynb
README.md		README.md
TopicModelling.ipynb		TopicModelling.ipynb
artificial-neural-networks-regression-melih.ipynb		artificial-neural-networks-regression-melih.ipynb
gmm_met_possible_bug.ipynb		gmm_met_possible_bug.ipynb
multimodal-gaussian.ipynb		multimodal-gaussian.ipynb
sampling-with-nuts-melih.ipynb		sampling-with-nuts-melih.ipynb